|My Role||Data Scientist|
|Skills||Machine Learning, Data Visualization, Python|
Training machine learning models on hundreds of thousands of real diabetes-related hospital admissions yielded predictive power that significantly exceeded the industry standard algorithmic approach (LACE).
One of Dr. Art's groundbreaking features was the use of visualization to communicate not just the result of machine learning analysis, but the actual path generated by a decision tree model. This allows healthcare professionals to see why a patient's risk is high or low, not just a number without context.